Update of the scripts

scripts/smd_full_run.sh

-#!/bin/sh
-# Options SBATCH:
-#SBATCH --job-name=SMD_Full_run
-#SBATCH --ntasks=1
-#SBATCH --cpus-per-task=4
-
-#SBATCH --mail-type=END
-#SBATCH --mail-user=pierre.lotte@irit.fr
-#SBATCH --output=output/smd-%j.out
-#SBATCH --error=output/smd-%j.err
-
-#SBATCH --partition=GPUNodes
-#SBATCH --gres=gpu:1
-
-# Traitement
-srun singularity exec /apps/containerCollections/CUDA12/pytorch2-NGC-24-02.sif /projects/sig/plotte/tsg_env/bin/python ./main.py -c output/SMD/* -a kmeans health_esn random_black_forest deepant -i SMD -s train

scripts/smd_machine_1.sh

 #!/bin/sh
 # Options SBATCH:
-#SBATCH --job-name=SMD_Full_run
-#SBATCH --cpus-per-task=4
-#SBATCH --array=1-8%4
+#SBATCH --job-name=SMD_Machine_1
+#SBATCH --cpus-per-task=8
+#SBATCH --array=1-8%3
 
 #SBATCH --mail-type=END
 #SBATCH --mail-user=pierre.lotte@irit.fr
-#SBATCH --output=output/smd-%j.out
-#SBATCH --error=output/smd-%j.err
+#SBATCH --output=output/smd-machine-1-%j.out
+#SBATCH --error=output/smd-machine-1-%j.err
 
 #SBATCH --partition=24CPUNodes
 

scripts/smd_machine_2.sh

 #!/bin/sh
 # Options SBATCH:
-#SBATCH --job-name=SMD_Full_run
-#SBATCH --cpus-per-task=4
-#SBATCH --array=1-8%4
+#SBATCH --job-name=SMD_Machine_2
+#SBATCH --cpus-per-task=8
+#SBATCH --array=1-8%3
 
 #SBATCH --mail-type=END
 #SBATCH --mail-user=pierre.lotte@irit.fr
-#SBATCH --output=output/smd-%j.out
-#SBATCH --error=output/smd-%j.err
+#SBATCH --output=output/smd-machine-2-%j.out
+#SBATCH --error=output/smd-machine-2-%j.err
 
 #SBATCH --partition=24CPUNodes
 

scripts/smd_machine_3.sh

 #!/bin/sh
 # Options SBATCH:
-#SBATCH --job-name=SMD_Full_run
-#SBATCH --cpus-per-task=4
-#SBATCH --array=1-11%4
+#SBATCH --job-name=SMD_Machine_3
+#SBATCH --cpus-per-task=8
+#SBATCH --array=1-11%3
 
 #SBATCH --mail-type=END
 #SBATCH --mail-user=pierre.lotte@irit.fr
-#SBATCH --output=output/smd-%j.out
-#SBATCH --error=output/smd-%j.err
+#SBATCH --output=output/smd-machine-3-%j.out
+#SBATCH --error=output/smd-machine-3-%j.err
 
 #SBATCH --partition=24CPUNodes
 

scripts/swat_full_run.sh

 #!/bin/sh
 # Options SBATCH:
-#SBATCH --job-name=SWaT_Full_run
+#SBATCH --job-name=SWaT
 #SBATCH --ntasks=1
-#SBATCH --cpus-per-task=4
+#SBATCH --cpus-per-task=8
 
 #SBATCH --mail-type=END
 #SBATCH --mail-user=pierre.lotte@irit.fr
 #SBATCH --output=output/swat-%j.out
 #SBATCH --error=output/swat-%j.err
 
-#SBATCH --partition=GPUNodes
-#SBATCH --gres=gpu:1
+#SBATCH --partition=24CPUNodes
 
 # Traitement
-srun singularity exec /apps/containerCollections/CUDA12/pytorch2-NGC-24-02.sif /projects/sig/plotte/tsg_env/bin/python ./main.py -c output/SWaT/default -a kmeans health_esn random_black_forest deepant -i SWaT -s train
+srun singularity exec /apps/containerCollections/CUDA12/pytorch2-NGC-24-02.sif /projects/sig/plotte/tsg_env/bin/python ./main.py -c output/SWaT/default -a kmeans health_esn deepant lstm_ad iforest if_lof lof -i SWaT -s train

scripts/synthetiques_full_run.sh

 #!/bin/sh
 # Options SBATCH:
-#SBATCH --job-name=Synthetique_param_default
+#SBATCH --job-name=Synthetique
 #SBATCH --cpus-per-task=8
 #SBATCH --array=1-20%6
 

scripts/wadi_full_run.sh

 #!/bin/sh
 # Options SBATCH:
-#SBATCH --job-name=WADI_Full_run
+#SBATCH --job-name=WADI
 #SBATCH --ntasks=1
-#SBATCH --cpus-per-task=4
+#SBATCH --cpus-per-task=8
 
 #SBATCH --mail-type=END
 #SBATCH --mail-user=pierre.lotte@irit.fr
 #SBATCH --output=output/wadi-%j.out
 #SBATCH --error=output/wadi-%j.err
 
-#SBATCH --partition=GPUNodes
-#SBATCH --gres=gpu:1
+#SBATCH --partition=24CPUNodes
 
 # Traitement
-srun singularity exec /apps/containerCollections/CUDA12/pytorch2-NGC-24-02.sif /projects/sig/plotte/tsg_env/bin/python ./main.py -c output/WADI/default -a kmeans health_esn random_black_forest deepant -i WADI -s train
+srun singularity exec /apps/containerCollections/CUDA12/pytorch2-NGC-24-02.sif /projects/sig/plotte/tsg_env/bin/python ./main.py -c output/WADI/default -a kmeans health_esn deepant lstm_ad iforest if_lof lof -i WADI -s train